Dimensionality reduction techniques for binary data including logistic PCA.
Author  Andrew J. Landgraf 
Date of publication  20160314 07:54:24 
Maintainer  Andrew J. Landgraf <andland@gmail.com> 
License  MIT + file LICENSE 
Version  0.2 
URL  https://github.com/andland/logisticPCA 
Package repository  View on CRAN 
Installation  Install the latest version of this package by entering the following in R:



All man pages Function index File listing
Man pages  

convexLogisticPCA: Convex Logistic Principal Component Analysis  
cv.clpca: CV for convex logistic PCA  
cv.lpca: CV for logistic PCA  
cv.lsvd: CV for logistic SVD  
fitted.lpca: Fitted values using logistic PCA  
fitted.lsvd: Fitted values using logistic SVD  
house_votes84: United States Congressional Voting Records 1984  
inv.logit.mat: Inverse logit for matrices  
logisticPCA: Logistic Principal Component Analysis  
logisticPCApackage: logisticPCApackage  
logisticSVD: Logistic Singular Value Decomposition  
log_like_Bernoulli: Bernoulli Log Likelihood  
plot.clpca: Plot convex logistic PCA  
plot.cv.lpca: Plot CV for logistic PCA  
plot.lpca: Plot logistic PCA  
plot.lsvd: Plot logistic SVD  
predict.clpca: Predict Convex Logistic PCA scores or reconstruction on new...  
predict.lpca: Predict Logistic PCA scores or reconstruction on new data  
predict.lsvd: Predict Logistic SVD left singular values or reconstruction...  
project.Fantope: Project onto the Fantope 
Functions 

Files  

inst
 
inst/CITATION
 
inst/doc
 
inst/doc/logisticPCA.Rmd  
inst/doc/logisticPCA.html
 
inst/doc/logisticPCA.R  
tests
 
tests/testthat.R  
tests/testthat
 
tests/testthat/testdimensions.R  
tests/testthat/testloglik_missing.R  
tests/testthat/testdimensions_missing.R  
src
 
src/logisticPCA.c
 
NAMESPACE
 
NEWS.md  
data
 
data/house_votes84.rdata
 
R
 
R/convexLogisticPCA.R  
R/logisticPCApackage.R  
R/logisticSVD.R  
R/data.R  
R/helper_functions.R  
R/logisticPCA.R  
vignettes
 
vignettes/logisticPCA.Rmd  
README.md  
MD5
 
build
 
build/vignette.rds
 
DESCRIPTION
 
man
 
man/logisticSVD.Rd  
man/predict.lpca.Rd  
man/house_votes84.Rd  
man/plot.lpca.Rd  
man/predict.clpca.Rd  
man/logisticPCApackage.Rd  
man/cv.lsvd.Rd  
man/project.Fantope.Rd  
man/logisticPCA.Rd  
man/convexLogisticPCA.Rd  
man/log_like_Bernoulli.Rd  
man/plot.cv.lpca.Rd  
man/plot.clpca.Rd  
man/fitted.lsvd.Rd  
man/inv.logit.mat.Rd  
man/fitted.lpca.Rd  
man/predict.lsvd.Rd  
man/plot.lsvd.Rd  
man/cv.clpca.Rd  
man/cv.lpca.Rd  
LICENSE

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